Multi-Object tracking:

大四畢業專題 - A Human Tracking System (Multi-object tracking、Person reid、Face recognition)

This project demonstrates a comprehensive Computer Vision Perception System that combines multiple state-of-the-art techniques for autonomous vehicle perception. The system integrates lane detection, object detection, and multi-object tracking to create a robust perception pipeline suitable for autonomous driving applications.

The YOLOv8-SORT-Human-Tracking repository demonstrates human tracking using YOLOv8 and the SORT algorithm, showcasing results of using YOLOv8 alone versus the combined method.

Multi object tracking module

Tracking humans in a narrow hallway.

Multi-object tracking algorithms

A computer vision pipeline that processes live traffic camera streams from Bursa Metropolitan Municipality (BBB)

Computer Vision Social Distance Control

The Cell-HOTA repository is an extension of the HOTA (Higher Order Tracking Accuracy) metric, tailored specifically for evaluating cell tracking algorithms

Using Diffusion Models for Multi-Object Tracking.

Multi-object tracking of water fleas from video. Detects dark blotches on light background, performs multi-object association, tracks them with Kalman filters.

Code for the paper "A New Benchmark for Consumer Visual Tracking and Apparent Demographic Estimation from RGB and Thermal Images", by Panagos, I.-I.; Giotis, A.P.; Sofianopoulos, S. and Nikou, C., Sensors, 2023.

EBEVTrack: Estimated Bird's-Eye View for Multi-Object Tracking

Channel state information Auto-Labeling System

A General Tracking Framework for ML-based Time-Symmetric Tracking.

Enhancing Robustness of Multi-Object Trackers with Temporal Feature Mix

Cell-TRACTR: A transformer-based model for end-to-end segmentation and tracking of cells in microscopy videos. Achieves state-of-the-art performance on bacterial and mammalian datasets.